Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9604743 | 0.9951483 | 0.9053800 | 0.0353645 | 0.9637352 |
| bt | 0.7715415 | 0.7525420 | 0.9275646 | 0.1556556 | 0.4109174 |
| maxnet | 0.6355731 | 0.7632434 | 0.9093326 | 0.2261026 | 0.4388330 |
| gam | 0.7826087 | 0.7680828 | 0.9125098 | 0.1469018 | 0.4374575 |
| glm | 0.7691700 | 0.7318924 | 0.7810708 | 0.1560249 | 0.4244250 |